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Productivity and Credit Constraints: Firm-Level Evidence from Propensity Score Matching

by Pavel Ciaian / Jan Fałkowski / d’Artis Kancs / Jan Pokrivcak
14 September 2011

Productivity and Credit Constraints: Firm-Level Evidence from Propensity Score Matching

Pavel Ciaian / Jan Fałkowski / d’Artis Kancs / Jan Pokrivcak

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Drawing on a unique, farm-level panel dataset with 37,409 observations and employing a matching estimator, this paper analyses how farm access to credit affects farm input allocation and farm efficiency in the Central and Eastern European transition countries. We find that farms are asymmetrically credit constrained with respect to inputs. Farm use of variable inputs and capital investment increases up to 2.3% and 29%, respectively, per €1,000 of additional credit. Our estimates also suggest that farm access to credit increases total factor productivity up to 1.9% per €1,000 of additional credit, indicating that an improvement in access to credit results in an adjustment in the relative input intensities on farms. This finding is further supported by a negative effect of better access to credit on labour, suggesting that these two are substitutes. Interestingly, farms are found not to be credit constrained with respect to land.


About the Authors


  • Author
    Pavel Ciaian
    Pavel Ciaian
  • Author
    Jan Fałkowski
    Jan Fałkowski
  • Author
    d’Artis Kancs
    d’Artis Kancs
  • Author
    Jan Pokrivcak
    Jan Pokrivcak
Productivity and Credit Constraints: Firm-Level Evidence from Propensity Score Matching
Download Publication

1840 Downloads